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Hierarchical Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 384 · with a code link: 111 · where Syntology ran a sample: 22 (22 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 384 tagged: 22 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 3 of 4: papers 201 to 300 of 384, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Co-learning Planning and Control Policies Constrained by Differentiable Logic Specifications
  2 Mar 2023 0 repositories listed
• Hierarchical Reinforcement Learning in Complex 3D Environments
  28 Feb 2023 0 repositories listed
• Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning
  21 Feb 2023 0 repositories listed
• Developing Driving Strategies Efficiently: A Skill-Based Hierarchical Reinforcement Learning Approach
  4 Feb 2023 0 repositories listed
• Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN
  7 Jan 2023 0 repositories listed
• SHIRO: Soft Hierarchical Reinforcement Learning
  24 Dec 2022 0 repositories listed
• Explaining Agent's Decision-making in a Hierarchical Reinforcement Learning Scenario
  14 Dec 2022 0 repositories listed
• Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization
  11 Dec 2022 0 repositories listed
• Planning Irregular Object Packing via Hierarchical Reinforcement Learning
  17 Nov 2022 0 repositories listed
• Emergency action termination for immediate reaction in hierarchical reinforcement learning
  11 Nov 2022 0 repositories listed
• Hierarchical Reinforcement Learning for Furniture Layout in Virtual Indoor Scenes
  19 Oct 2022 0 repositories listed
• AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments
  14 Oct 2022 0 repositories listed
• Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System
  15 Sep 2022 0 repositories listed
• Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation
  24 Aug 2022 0 repositories listed
• Intelligent problem-solving as integrated hierarchical reinforcement learning
  18 Aug 2022 0 repositories listed
• Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot
  1 Aug 2022 0 repositories listed
• Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks
  25 Jul 2022 0 repositories listed
• Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery
  24 Jul 2022 0 repositories listed
• Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning
  11 Jul 2022 0 repositories listed
• Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation
  25 Jun 2022 0 repositories listed
• Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning
  12 Jun 2022 0 repositories listed
• Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
  25 May 2022 0 repositories listed
• A Learning Approach for Joint Design of Event-triggered Control and Power-Efficient Resource Allocation
  14 May 2022 0 repositories listed
• Developing cooperative policies for multi-stage reinforcement learning tasks
  11 May 2022 0 repositories listed
• Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning
  21 Apr 2022 0 repositories listed
• RL4ReAl: Reinforcement Learning for Register Allocation
  5 Apr 2022 0 repositories listed
• Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional Reasoning Approach
  29 Mar 2022 0 repositories listed
• Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study
  20 Mar 2022 0 repositories listed
• A Versatile Agent for Fast Learning from Human Instructors
  1 Mar 2022 0 repositories listed
• Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning
  11 Feb 2022 0 repositories listed
• State-Conditioned Adversarial Subgoal Generation
  24 Jan 2022 0 repositories listed
• A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning
  16 Jan 2022 0 repositories listed
• Deep Reinforcement Learning, a textbook
  4 Jan 2022 0 repositories listed
• JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning
  7 Dec 2021 0 repositories listed
• SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation
  6 Dec 2021 0 repositories listed
• Towards Personalization of User Preferences in Partially Observable Smart Home Environments
  2 Dec 2021 0 repositories listed
• A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems
  1 Dec 2021 0 repositories listed
• Spatially and Seamlessly Hierarchical Reinforcement Learning for State Space and Policy space in Autonomous Driving
  10 Nov 2021 0 repositories listed
• Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning
  4 Nov 2021 0 repositories listed
• Adjacency constraint for efficient hierarchical reinforcement learning
  30 Oct 2021 0 repositories listed
• Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning
  20 Oct 2021 0 repositories listed
• Provable Hierarchy-Based Meta-Reinforcement Learning
  18 Oct 2021 0 repositories listed
• Wasserstein Unsupervised Reinforcement Learning
  15 Oct 2021 0 repositories listed
• HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism
  14 Oct 2021 0 repositories listed
• A Framework for Learning to Request Rich and Contextually Useful Information from Humans
  14 Oct 2021 0 repositories listed
• Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies
  5 Oct 2021 0 repositories listed
• Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning
  1 Oct 2021 0 repositories listed
• Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework
  29 Sep 2021 0 repositories listed
• Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning
  29 Sep 2021 0 repositories listed
• From internal models toward metacognitive AI
  27 Sep 2021 0 repositories listed
• HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning
  12 Aug 2021 0 repositories listed
• Adaptive Course Recommendation System
  19 Jul 2021 0 repositories listed
• Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning
  8 Jul 2021 0 repositories listed
• Discovering Generalizable Skills via Automated Generation of Diverse Tasks
  26 Jun 2021 0 repositories listed
• Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming
  21 Jun 2021 0 repositories listed
• DisTop: Discovering a Topological representation to learn diverse and rewarding skills
  6 Jun 2021 0 repositories listed
• Room Clearance with Feudal Hierarchical Reinforcement Learning
  24 May 2021 0 repositories listed
• Hierarchical Reinforcement Learning for Air-to-Air Combat
  3 May 2021 0 repositories listed
• Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design
  16 Mar 2021 0 repositories listed
• Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach
  26 Feb 2021 0 repositories listed
• The Logical Options Framework
  24 Feb 2021 0 repositories listed
• TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution
  16 Feb 2021 0 repositories listed
• Learning Skills to Navigate without a Master: A Sequential Multi-Policy Reinforcement Learning Algorithm
  30 Jan 2021 0 repositories listed
• Interpretable Reinforcement Learning With Neural Symbolic Logic
  1 Jan 2021 0 repositories listed
• Learning Subgoal Representations with Slow Dynamics
  1 Jan 2021 0 repositories listed
• The Skill-Action Architecture: Learning Abstract Action Embeddings for Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution
  23 Dec 2020 0 repositories listed
• Hierarchical principles of embodied reinforcement learning: A review
  18 Dec 2020 0 repositories listed
• Relative Variational Intrinsic Control
  14 Dec 2020 0 repositories listed
• A Hierarchical Deep Actor-Critic Learning Method for Joint Distribution System State Estimation
  4 Dec 2020 0 repositories listed
• ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs
  1 Dec 2020 0 repositories listed
• On Efficiency in Hierarchical Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Online Decision Based Visual Tracking via Reinforcement Learning
  1 Dec 2020 0 repositories listed
• From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion
  23 Nov 2020 0 repositories listed
• Hierarchical reinforcement learning for efficient exploration and transfer
  12 Nov 2020 0 repositories listed
• Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network
  10 Nov 2020 0 repositories listed
• Behavior Planning at Urban Intersections through Hierarchical Reinforcement Learning
  9 Nov 2020 0 repositories listed
• NEARL: Non-Explicit Action Reinforcement Learning for Robotic Control
  2 Nov 2020 0 repositories listed
• Abstract Value Iteration for Hierarchical Reinforcement Learning
  29 Oct 2020 0 repositories listed
• Behavior Priors for Efficient Reinforcement Learning
  27 Oct 2020 0 repositories listed
• Decomposability and Parallel Computation of Multi-Agent LQR
  16 Oct 2020 0 repositories listed
• Disentangling causal effects for hierarchical reinforcement learning
  3 Oct 2020 0 repositories listed
• ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation
  18 Aug 2020 0 repositories listed
• Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control
  10 Aug 2020 0 repositories listed
• Hierarchical Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection
  8 Aug 2020 0 repositories listed
• Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis
  21 Jun 2020 0 repositories listed
• 50 years since the Marr, Ito, and Albus models of the cerebellum
  15 Jun 2020 0 repositories listed
• Hierarchical reinforcement learning for efficent exploration and transfer
  12 Jun 2020 0 repositories listed
• Feudal Steering: Hierarchical Learning for Steering Angle Prediction
  11 Jun 2020 0 repositories listed
• GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning
  24 May 2020 0 repositories listed
• TAG : Type Auxiliary Guiding for Code Comment Generation
  6 May 2020 0 repositories listed
• Neural Ordinary Differential Equation Value Networks for Parametrized Action Spaces
  26 Feb 2020 0 repositories listed
• Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning
  14 Feb 2020 0 repositories listed
• Temporal-adaptive Hierarchical Reinforcement Learning
  6 Feb 2020 0 repositories listed
• Coagent Networks Revisited
  28 Jan 2020 0 repositories listed
• Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning
  12 Jan 2020 0 repositories listed
• Hierarchical Reinforcement Learning as a Model of Human Task Interleaving
  4 Jan 2020 0 repositories listed